Papers

Title 01: Machine Learning Based Network Intrusion Detection in Cyber-Physical System
Accepted for KICS Winter Conference 2021

Title 02: Malicious Activity Classification using Network Traffic Characteristics in Industrial Internet of Things
Targeted Journal not chosen yet.

Title 03: Smart Factory Floor Safety Monitoring using UWB Sensor.
Targeted Journal not chosen yet.

Last Week's Progress

Title 02:
- Start writing performance evaluation of short journal
- Read Papers for Summer Intensive
- paper 1: TSE-IDS: A Two-Stage Classifier Ensemble for Intelligent Anomaly-Based Intrusion Detection
System
- This paper presents the Anomaly Detection System based on hybrid feature selection and two-level
classier ensembles are proposed.

Title 03:
- Read papers for Winter Intensive.
- Paper 1: Fall Detection Using Standoff Radar-Based Sensing and Deep Convolutional Neural Network.
- This paper presents detecting and observing fall detection using Xethru radar sensor and then applying
deep CNN.

This Week Todo's

Title 01:
- Attending KICS Winter 2021 through the online session
- Making PPT for oral presentation of KICS Winter 2021


Title 02:
- Finish writing performance evaluation of short journal
- Read Papers for Summer Intensive
- paper 1: IoT-KEEPER: Detecting Malicious IoT Network Activity Using Online Traffic Analysis at the
Edge
- paper 2: Cloud-Based Cyber-Physical Intrusion Detection for Vehicles Using Deep Learning
- Developing a model to determine when computation offloading of the network and the processing
demands of the deep learning model.

Title 03:
- Read papers for Winter Intensive.
- Paper 1: Fall Detection Using Standoff Radar-Based Sensing and Deep Convolutional Neural Network.
- This paper presents detecting and observing fall detection using Xethru radar sensor and then
applying deep CNN.
- Gave winter Intensive first presentation about the title.

Project Progress

Emergency Detection Application for Smart Home

Last Week's Project

- Submitted the Technical report on UWB to Cosmas
- Collecting another UWB data based on the private home scenario
- Searching for UWB dataset for ML Classification

This Week's Project

- demonstrating and deciding to mount UWB with the company engineers for testing
- Collecting another UWB data based on the private home scenario
- Searching for UWB dataset for other ML Classification

Monthly Goals

- Finishing summer intensive paper
- Writing Introduction and related works for winter intensive
- Learning machine learning approach in MATLAB
- Learning basics about the new idea implementation for winter intensive
- Finding the solution of LiDAR, UWB breathing, temperature, and IMU working together.

Annual Goals

- Attend International and Domestic Conference
- Complete a short Journal